The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

Binxu Wang, John J. Vastola

By learning the gradient of smoothed data distributions, diffusion models can iteratively generate samples from complex distributions. The learned score function enables their gene…